| Number of Variables | 22 |
|---|---|
| Number of Rows | 2126 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 13 |
| Duplicate Rows (%) | 0.6% |
| Total Size in Memory | 365.5 KB |
| Average Row Size in Memory | 176.1 B |
| Variable Types |
|
| histogram_mode and histogram_median have similar distributions | Similar Distribution |
|---|---|
| accelerations is skewed | Skewed |
| fetal_movement is skewed | Skewed |
| uterine_contractions is skewed | Skewed |
| light_decelerations is skewed | Skewed |
| percentage_of_time_with_abnormal_long_term_variability is skewed | Skewed |
| histogram_number_of_peaks is skewed | Skewed |
| histogram_variance is skewed | Skewed |
| fetal_health has constant length 3 | Constant Length |
| accelerations has 894 (42.05%) zeros | Zeros |
| fetal_movement has 1311 (61.67%) zeros | Zeros |
|---|---|
| uterine_contractions has 332 (15.62%) zeros | Zeros |
| light_decelerations has 1231 (57.9%) zeros | Zeros |
| percentage_of_time_with_abnormal_long_term_variability has 1240 (58.33%) zeros | Zeros |
| mean_value_of_long_term_variability has 137 (6.44%) zeros | Zeros |
| histogram_number_of_peaks has 107 (5.03%) zeros | Zeros |
| histogram_variance has 187 (8.8%) zeros | Zeros |
numerical
| Approximate Distinct Count | 48 |
|---|---|
| Approximate Unique (%) | 2.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 133.3039 |
| Minimum | 106 |
| Maximum | 160 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 106 |
|---|---|
| 5-th Percentile | 119 |
| Q1 | 126 |
| Median | 133 |
| Q3 | 140 |
| 95-th Percentile | 149 |
| Maximum | 160 |
| Range | 54 |
| IQR | 14 |
| Mean | 133.3039 |
|---|---|
| Standard Deviation | 9.8408 |
| Variance | 96.8422 |
| Sum | 283404 |
| Skewness | 0.0203 |
| Kurtosis | -0.2951 |
| Coefficient of Variation | 0.07382 |
numerical
| Approximate Distinct Count | 20 |
|---|---|
| Approximate Unique (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 0.003178 |
| Minimum | 0 |
| Maximum | 0.019 |
| Zeros | 894 |
| Zeros (%) | 42.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0.002 |
| Q3 | 0.006 |
| 95-th Percentile | 0.011 |
| Maximum | 0.019 |
| Range | 0.019 |
| IQR | 0.006 |
| Mean | 0.003178 |
|---|---|
| Standard Deviation | 0.003866 |
| Variance | 1.4943e-05 |
| Sum | 6.757 |
| Skewness | 1.2035 |
| Kurtosis | 0.763 |
| Coefficient of Variation | 1.2163 |
numerical
| Approximate Distinct Count | 102 |
|---|---|
| Approximate Unique (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 0.009481 |
| Minimum | 0 |
| Maximum | 0.481 |
| Zeros | 1311 |
| Zeros (%) | 61.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.003 |
| 95-th Percentile | 0.028 |
| Maximum | 0.481 |
| Range | 0.481 |
| IQR | 0.003 |
| Mean | 0.009481 |
|---|---|
| Standard Deviation | 0.04667 |
| Variance | 0.002178 |
| Sum | 20.156 |
| Skewness | 7.806 |
| Kurtosis | 64.107 |
| Coefficient of Variation | 4.9222 |
numerical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 0.004366 |
| Minimum | 0 |
| Maximum | 0.015 |
| Zeros | 332 |
| Zeros (%) | 15.6% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0.002 |
| Median | 0.004 |
| Q3 | 0.006 |
| 95-th Percentile | 0.009 |
| Maximum | 0.015 |
| Range | 0.015 |
| IQR | 0.004 |
| Mean | 0.004366 |
|---|---|
| Standard Deviation | 0.002946 |
| Variance | 8.6793e-06 |
| Sum | 9.283 |
| Skewness | 0.1592 |
| Kurtosis | -0.6364 |
| Coefficient of Variation | 0.6747 |
numerical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 0.001889 |
| Minimum | 0 |
| Maximum | 0.015 |
| Zeros | 1231 |
| Zeros (%) | 57.9% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0.003 |
| 95-th Percentile | 0.008 |
| Maximum | 0.015 |
| Range | 0.015 |
| IQR | 0.003 |
| Mean | 0.001889 |
|---|---|
| Standard Deviation | 0.00296 |
| Variance | 8.7628e-06 |
| Sum | 4.017 |
| Skewness | 1.7172 |
| Kurtosis | 2.5087 |
| Coefficient of Variation | 1.5667 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 144582 |
| Mean | 3.0066 |
|---|---|
| Standard Deviation | 0.1146 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 5 |
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 4266 |
categorical
| Approximate Distinct Count | 6 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 144924 |
| Mean | 3.1675 |
|---|---|
| Standard Deviation | 0.5541 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 5 |
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 4608 |
numerical
| Approximate Distinct Count | 75 |
|---|---|
| Approximate Unique (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 46.9901 |
| Minimum | 12 |
| Maximum | 87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 12 |
|---|---|
| 5-th Percentile | 21 |
| Q1 | 32 |
| Median | 49 |
| Q3 | 61 |
| 95-th Percentile | 75 |
| Maximum | 87 |
| Range | 75 |
| IQR | 29 |
| Mean | 46.9901 |
|---|---|
| Standard Deviation | 17.1928 |
| Variance | 295.5928 |
| Sum | 99901 |
| Skewness | -0.01182 |
| Kurtosis | -1.0514 |
| Coefficient of Variation | 0.3659 |
numerical
| Approximate Distinct Count | 57 |
|---|---|
| Approximate Unique (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 1.3328 |
| Minimum | 0.2 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.2 |
|---|---|
| 5-th Percentile | 0.3 |
| Q1 | 0.7 |
| Median | 1.2 |
| Q3 | 1.7 |
| 95-th Percentile | 3 |
| Maximum | 7 |
| Range | 6.8 |
| IQR | 1 |
| Mean | 1.3328 |
|---|---|
| Standard Deviation | 0.8832 |
| Variance | 0.7801 |
| Sum | 2833.5 |
| Skewness | 1.6562 |
| Kurtosis | 4.6869 |
| Coefficient of Variation | 0.6627 |
numerical
| Approximate Distinct Count | 87 |
|---|---|
| Approximate Unique (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 9.8467 |
| Minimum | 0 |
| Maximum | 91 |
| Zeros | 1240 |
| Zeros (%) | 58.3% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 11 |
| 95-th Percentile | 56 |
| Maximum | 91 |
| Range | 91 |
| IQR | 11 |
| Mean | 9.8467 |
|---|---|
| Standard Deviation | 18.3969 |
| Variance | 338.4452 |
| Sum | 20934 |
| Skewness | 2.1935 |
| Kurtosis | 4.2402 |
| Coefficient of Variation | 1.8683 |
numerical
| Approximate Distinct Count | 249 |
|---|---|
| Approximate Unique (%) | 11.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 8.1876 |
| Minimum | 0 |
| Maximum | 50.7 |
| Zeros | 137 |
| Zeros (%) | 6.4% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 4.6 |
| Median | 7.4 |
| Q3 | 10.8 |
| 95-th Percentile | 18.475 |
| Maximum | 50.7 |
| Range | 50.7 |
| IQR | 6.2 |
| Mean | 8.1876 |
|---|---|
| Standard Deviation | 5.6282 |
| Variance | 31.6772 |
| Sum | 17406.9 |
| Skewness | 1.3311 |
| Kurtosis | 4.1187 |
| Coefficient of Variation | 0.6874 |
numerical
| Approximate Distinct Count | 154 |
|---|---|
| Approximate Unique (%) | 7.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 70.4459 |
| Minimum | 3 |
| Maximum | 180 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 3 |
|---|---|
| 5-th Percentile | 16 |
| Q1 | 37 |
| Median | 67.5 |
| Q3 | 100 |
| 95-th Percentile | 138 |
| Maximum | 180 |
| Range | 177 |
| IQR | 63 |
| Mean | 70.4459 |
|---|---|
| Standard Deviation | 38.9557 |
| Variance | 1517.546 |
| Sum | 149768 |
| Skewness | 0.314 |
| Kurtosis | -0.903 |
| Coefficient of Variation | 0.553 |
numerical
| Approximate Distinct Count | 109 |
|---|---|
| Approximate Unique (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 93.5795 |
| Minimum | 50 |
| Maximum | 159 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 50 |
|---|---|
| 5-th Percentile | 51 |
| Q1 | 67 |
| Median | 93 |
| Q3 | 120 |
| 95-th Percentile | 139 |
| Maximum | 159 |
| Range | 109 |
| IQR | 53 |
| Mean | 93.5795 |
|---|---|
| Standard Deviation | 29.5602 |
| Variance | 873.8061 |
| Sum | 198950 |
| Skewness | 0.1157 |
| Kurtosis | -1.2902 |
| Coefficient of Variation | 0.3159 |
numerical
| Approximate Distinct Count | 86 |
|---|---|
| Approximate Unique (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 164.0254 |
| Minimum | 122 |
| Maximum | 238 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 122 |
|---|---|
| 5-th Percentile | 138 |
| Q1 | 152 |
| Median | 162 |
| Q3 | 174 |
| 95-th Percentile | 198 |
| Maximum | 238 |
| Range | 116 |
| IQR | 22 |
| Mean | 164.0254 |
|---|---|
| Standard Deviation | 17.9442 |
| Variance | 321.9937 |
| Sum | 348718 |
| Skewness | 0.5775 |
| Kurtosis | 0.6285 |
| Coefficient of Variation | 0.1094 |
numerical
| Approximate Distinct Count | 18 |
|---|---|
| Approximate Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 4.0682 |
| Minimum | 0 |
| Maximum | 18 |
| Zeros | 107 |
| Zeros (%) | 5.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.25 |
| Q1 | 2 |
| Median | 3 |
| Q3 | 6 |
| 95-th Percentile | 10 |
| Maximum | 18 |
| Range | 18 |
| IQR | 4 |
| Mean | 4.0682 |
|---|---|
| Standard Deviation | 2.9494 |
| Variance | 8.6989 |
| Sum | 8649 |
| Skewness | 0.8923 |
| Kurtosis | 0.5002 |
| Coefficient of Variation | 0.725 |
categorical
| Approximate Distinct Count | 9 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 144569 |
| Mean | 3.0005 |
|---|---|
| Standard Deviation | 0.02169 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 4 |
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 4253 |
numerical
| Approximate Distinct Count | 88 |
|---|---|
| Approximate Unique (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 137.452 |
| Minimum | 60 |
| Maximum | 187 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 60 |
|---|---|
| 5-th Percentile | 111.25 |
| Q1 | 129 |
| Median | 139 |
| Q3 | 148 |
| 95-th Percentile | 160 |
| Maximum | 187 |
| Range | 127 |
| IQR | 19 |
| Mean | 137.452 |
|---|---|
| Standard Deviation | 16.3813 |
| Variance | 268.3466 |
| Sum | 292223 |
| Skewness | -0.9945 |
| Kurtosis | 2.9996 |
| Coefficient of Variation | 0.1192 |
numerical
| Approximate Distinct Count | 103 |
|---|---|
| Approximate Unique (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 134.6105 |
| Minimum | 73 |
| Maximum | 182 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 73 |
|---|---|
| 5-th Percentile | 108 |
| Q1 | 125 |
| Median | 136 |
| Q3 | 145 |
| 95-th Percentile | 157 |
| Maximum | 182 |
| Range | 109 |
| IQR | 20 |
| Mean | 134.6105 |
|---|---|
| Standard Deviation | 15.5936 |
| Variance | 243.1602 |
| Sum | 286182 |
| Skewness | -0.6506 |
| Kurtosis | 0.9284 |
| Coefficient of Variation | 0.1158 |
numerical
| Approximate Distinct Count | 95 |
|---|---|
| Approximate Unique (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 138.0903 |
| Minimum | 77 |
| Maximum | 186 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 77 |
|---|---|
| 5-th Percentile | 113 |
| Q1 | 129 |
| Median | 139 |
| Q3 | 148 |
| 95-th Percentile | 159 |
| Maximum | 186 |
| Range | 109 |
| IQR | 19 |
| Mean | 138.0903 |
|---|---|
| Standard Deviation | 14.4666 |
| Variance | 209.2822 |
| Sum | 293580 |
| Skewness | -0.4781 |
| Kurtosis | 0.6629 |
| Coefficient of Variation | 0.1048 |
numerical
| Approximate Distinct Count | 133 |
|---|---|
| Approximate Unique (%) | 6.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 34016 |
| Mean | 18.8081 |
| Minimum | 0 |
| Maximum | 269 |
| Zeros | 187 |
| Zeros (%) | 8.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 2 |
| Median | 7 |
| Q3 | 24 |
| 95-th Percentile | 76 |
| Maximum | 269 |
| Range | 269 |
| IQR | 22 |
| Mean | 18.8081 |
|---|---|
| Standard Deviation | 28.9776 |
| Variance | 839.7034 |
| Sum | 39986 |
| Skewness | 3.2177 |
| Kurtosis | 15.0932 |
| Coefficient of Variation | 1.5407 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 144733 |
| Mean | 3.0776 |
|---|---|
| Standard Deviation | 0.2676 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 4 |
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 165 |
| Decimal Number | 4252 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 144568 |
| Mean | 3 |
|---|---|
| Standard Deviation | 0 |
| Median | 3 |
| Minimum | 3 |
| Maximum | 3 |
| 1st row | 2.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 4252 |